Table 1.

Performance comparison of MTP predictors on the independent test set

Method	Acc (%)	Sensitivity (%)	Specificity (%)	MCC
Bayes-AAC	50.00	28.33	93.33	0.25
Bayes-DPC	44.44	23.33	86.67	0.12
Bayes-AAindex	73.33	80.00	60.00	0.40
Bayes-PSSM	65.00	70.83	53.33	0.24
J48-AAC	66.67	58.33	83.33	0.40
J48-DPC	59.44	57.50	63.33	0.20
J48-AAindex	69.44	75.00	58.33	0.33
J48-PSSM	69.44	78.33	51.67	0.30
KNN-AAC(k = 7)	71.67	72.50	70.00	0.41
KNN-DPC (k = 5)	69.44	81.67	45.00	0.28
KNN-AAindex (k = 7)	75.00	82.50	60.00	0.43
KNN-PSSM (k = 13)	76.67	89.17	51.67	0.45
SVM-AAC	61.67	91.80	46.22	0.38
SVM-DPC	70.56	93.51	53.40	0.49
SVM-AAindex	72.78	78.33	61.67	0.40
SVM-PSSM	80.56	85.12	71.19	0.56
SCMMTP	76.11	80.00	68.33	0.47
Mean	67.78	72.13	63.38	0.36